{"id":"W6921145696","doi":"10.6084/m9.figshare.9924683.v1","title":"R codes","year":2019,"lang":"en","type":"other","venue":"Figshare","topic":"Public Administration and Political Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Taiga; Competition (biology); Boreal; Measure (data warehouse); Field (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0114992,0.00292596,0.003299409,0.009506838,0.002224562,0.005826284,0.004659332,0.002737025,0.6368875],"category_scores_gemma":[0.1369461,0.001949865,0.003749626,0.01347904,0.00187657,0.003231755,0.003254814,0.004723204,0.3672531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002808686,"about_ca_system_score_gemma":0.01405224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01857996,"about_ca_topic_score_gemma":0.0211819,"domain_scores_codex":[0.9886277,0.003058225,0.001947811,0.002209899,0.003459478,0.0006968601],"domain_scores_gemma":[0.9282898,0.03937867,0.003452301,0.008483434,0.01869674,0.001699052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007921032,0.00001241831,0.0005278012,0.001725973,0.0001304757,0.00005552399,0.0000530175,0.001332394,0.00009774912,0.005528804,0.9806455,0.009811102],"study_design_scores_gemma":[0.0005751483,0.00005828847,0.004059863,0.002807601,0.0003736157,0.0003045529,0.0001610311,0.003784624,0.0004751809,0.05714381,0.9300857,0.0001706697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.0005096185,0.0006581483,0.03362185,0.003181643,0.002977487,0.001388312,0.912375,0.01950566,0.02578233],"genre_scores_gemma":[0.01794537,0.002717028,0.170595,0.005900321,0.001641053,0.02471335,0.6457403,0.05000739,0.08074006],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.6368875,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06141093481795521,"score_gpt":0.3640951215901934,"score_spread":0.3026841867722381,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}